Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "72" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 92 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 88 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.563769 | -0.972792 | 2.268301 | 0.977291 | 1.238704 | 1.947175 | 0.819521 | 0.318216 | 0.7821 | 0.7812 | 0.2223 | 16.837922 | 12.578367 |
| 2459593 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.881556 | -1.074452 | 0.197612 | 1.363432 | 2.744143 | 1.425678 | 1.555738 | 0.028972 | 0.7061 | 0.6985 | 0.2157 | 5.786181 | 4.839704 |
| 2459592 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.053934 | 3.870176 | 37.800496 | 42.478906 | 24.525249 | 30.082375 | 1.178956 | 3.076504 | 0.6571 | 0.6720 | 0.4009 | nan | nan |
| 2459591 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 347.523470 | 347.897447 | inf | inf | 62.231966 | 59.485135 | 704.097755 | 659.049816 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459590 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 358.858622 | 359.370419 | inf | inf | 34.112490 | 37.326756 | 248.174555 | 201.884725 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459589 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.577055 | -0.959625 | 0.822259 | 0.654462 | 2.106861 | -0.744915 | -0.079012 | -0.600515 | 0.6800 | 0.6720 | 0.2393 | 6.081254 | 5.343784 |
| 2459588 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.829948 | -1.142100 | 0.903906 | 1.787231 | 1.553121 | 0.361250 | 0.503640 | 0.085505 | 0.7641 | 0.7455 | 0.1934 | 9.087237 | 6.988611 |
| 2459587 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 4.418891 | -0.903531 | 0.547288 | 10.103981 | -23.333991 | -23.858603 | -4.675000 | -4.393628 | nan | nan | nan | 13.468687 | 13.146795 |
| 2459586 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.557755 | 1.208232 | 3.937079 | 1.973264 | 6.551925 | 5.596816 | 4.234953 | 1.038826 | 0.6249 | 0.6338 | 0.3055 | 4.367037 | 4.033403 |
| 2459585 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 33.027611 | 36.443493 | 14.072234 | 16.974075 | 4.431174 | 8.860139 | 6.717415 | 4.250285 | 0.6032 | 0.6086 | 0.3232 | 0.000000 | 0.000000 |
| 2459584 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.779792 | 5.913241 | 0.254733 | 7.203666 | 3.815840 | 22.823942 | 45.244838 | 40.856068 | 0.5814 | 0.5919 | 0.3152 | 11.275677 | 8.846581 |
| 2459583 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.010724 | -0.905249 | 0.171968 | 3.665391 | 0.649334 | 3.927099 | 1.494280 | -0.601886 | 0.6219 | 0.6294 | 0.3277 | 5.270153 | 4.872765 |
| 2459582 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 295.580920 | 296.149957 | inf | inf | 11376.136807 | 11408.423339 | 6070.081639 | 6088.519564 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459581 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.105214 | -0.909598 | 0.657771 | 3.542434 | 0.992626 | 4.858358 | 2.090745 | -0.370227 | 0.6219 | 0.6277 | 0.3262 | 3.630199 | 3.547460 |
| 2459580 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.905320 | -0.800200 | 0.055951 | 3.801473 | 1.537873 | 5.160282 | 3.528323 | -0.507648 | 0.6195 | 0.6288 | 0.3236 | 5.501549 | 4.755457 |
| 2459579 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.112079 | -0.737623 | 0.494437 | 4.347254 | 1.855369 | 5.458171 | 0.902708 | -1.064088 | 0.6157 | 0.6266 | 0.3260 | 4.677030 | 4.257854 |
| 2459578 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.507998 | 4.526924 | 20.285175 | 25.797687 | 34.735129 | 33.263416 | 31.209884 | 19.268207 | 0.6870 | 0.7030 | 0.4142 | nan | nan |
| 2459577 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.062235 | -0.908621 | 0.403510 | 3.246588 | 1.013332 | 4.311009 | 2.203869 | -0.223427 | 0.6216 | 0.6299 | 0.3251 | 3.818856 | 3.419634 |
| 2459576 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.935942 | -0.737001 | 0.561341 | 2.022139 | 1.354450 | 2.366855 | 1.255660 | -1.065842 | 0.6353 | 0.6451 | 0.3257 | 5.454059 | 4.731363 |
| 2459575 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.994358 | -1.040637 | 0.162750 | 2.346022 | 0.312804 | 3.098446 | 0.130089 | 1.488961 | 0.7171 | 0.7122 | 0.2874 | 5.157754 | 4.991903 |
| 2459574 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.795313 | -0.700283 | 0.224840 | 1.980387 | 2.414775 | 2.285607 | 2.733354 | -0.651795 | 0.6416 | 0.6517 | 0.3215 | 4.247595 | 4.006821 |
| 2459573 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.021709 | -0.570748 | 0.330711 | 5.181762 | 1.968255 | 4.916149 | 1.061203 | -0.886397 | 0.6320 | 0.6420 | 0.3257 | 4.092831 | 3.741079 |
| 2459572 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.011926 | -0.841467 | 0.298015 | 2.199015 | 0.956016 | 2.646790 | 0.798979 | -1.438051 | 0.6259 | 0.6364 | 0.3258 | 4.073855 | 3.893801 |
| 2459571 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.766379 | 4.170876 | 21.787446 | 27.116852 | 92.479853 | 78.934953 | 44.395377 | 28.500083 | 0.6301 | 0.6509 | 0.3623 | nan | nan |
| 2459570 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.673204 | -1.607888 | 0.931262 | -1.592354 | 0.806029 | -1.089614 | 1.539892 | -0.008371 | 0.6324 | 0.6480 | 0.3091 | 6.995969 | 6.177178 |
| 2459569 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.698963 | -0.509437 | 0.428021 | 2.688154 | 0.654213 | 1.688452 | 0.564328 | 2.029374 | 0.7405 | 0.7375 | 0.2007 | 5.603465 | 4.687230 |
| 2459566 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.071437 | -0.780041 | 0.507053 | 3.354081 | 1.180950 | 3.595536 | 5.555337 | 0.840909 | 0.6140 | 0.6290 | 0.3435 | 3.198258 | 2.971769 |
| 2459565 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 160514.135251 | 108952.296098 | 4301873.053672 | 5036982.707330 | nan | nan | -5.052525 | -5.052525 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.417403 | 2.700330 | 0.805079 | 3.014548 | -0.557072 | 0.198068 | 0.717328 | -1.374061 | 0.6354 | 0.6258 | 0.3245 | 4.376325 | 2.827763 |
| 2459563 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.465742 | 6.706668 | 19.722320 | 24.441187 | 9.982540 | 16.241008 | -0.523541 | -1.696637 | 0.6215 | 0.6189 | 0.3269 | 4.825451 | 4.782971 |
| 2459562 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.366408 | 1.613251 | -0.046569 | 1.068261 | -0.856105 | 0.026820 | -0.854231 | -1.353416 | 0.6305 | 0.6302 | 0.3199 | 3.463684 | 2.901017 |
| 2459561 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.250133 | 2.406860 | 0.507215 | 1.690471 | -0.556174 | 0.530053 | -1.674497 | -2.277953 | 0.6363 | 0.6372 | 0.3229 | 4.552883 | 3.900749 |
| 2459560 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459559 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.190006 | 2.533076 | 0.612729 | 1.943567 | -0.270145 | 1.292264 | -0.851845 | -1.466026 | 0.6328 | 0.6322 | 0.3250 | 3.116817 | 2.672703 |
| 2459558 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.433647 | 6.903722 | 10.746680 | 12.879324 | 12.024782 | 16.312664 | 0.496203 | -1.409863 | 0.6317 | 0.6214 | 0.3275 | 4.776810 | 3.947494 |
| 2459557 | RF_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7713 | 0.7603 | 0.3263 | nan | nan |
| 2459556 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.767542 | 7.360476 | 11.106304 | 13.267823 | 10.379599 | 14.634323 | -1.213103 | -3.124848 | 0.6382 | 0.6312 | 0.3226 | 5.576731 | 4.452522 |
| 2459553 | RF_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6324 | 0.6257 | 0.3298 | nan | nan |
| 2459552 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.507580 | 8.129920 | 14.264696 | 18.276548 | 16.065500 | 22.442593 | 0.671661 | 0.413104 | 0.6457 | 0.6351 | 0.3313 | 0.000000 | 0.000000 |
| 2459551 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.067557 | 1.983431 | 0.293214 | 1.776783 | -0.951980 | 1.228561 | -0.912038 | -1.949235 | 0.6312 | 0.6236 | 0.3229 | 3.504979 | 2.771473 |
| 2459550 | RF_ok | - | 38.71% | 38.71% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6388 | 0.6426 | 0.3883 | nan | nan |
| 2459549 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.337291 | 6.499608 | 10.641858 | 13.421524 | 10.989912 | 15.971691 | -0.408860 | -2.534931 | 0.6348 | 0.6295 | 0.3304 | 3.066831 | 2.798487 |
| 2459542 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.221560 | 6.755971 | 21.124758 | 26.812485 | 0.196587 | 1.160599 | 0.771633 | -1.584246 | 0.6956 | 0.6865 | 0.3031 | 4.980286 | 4.052544 |
| 2459541 | RF_ok | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | 3.713569 | 5.511166 | 13.145922 | 15.753397 | 8.180270 | 12.300890 | 4.760413 | 4.262997 | 0.6949 | 0.6772 | 0.2823 | 4.219073 | 3.658692 |
| 2459540 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.519655 | 3.211922 | 1.899278 | 2.950884 | -0.163728 | 1.645751 | -0.399645 | -0.703362 | 0.7003 | 0.6852 | 0.3028 | 3.296248 | 2.707883 |
| 2459536 | RF_ok | 100.00% | 37.06% | 37.06% | 0.00% | 100.00% | 0.00% | 4.712059 | 9.991192 | 17.337570 | 21.926413 | 16.650282 | 22.212567 | -0.529562 | -4.227218 | 0.4206 | 0.4251 | 0.2082 | 2.081493 | 1.795266 |
| 2459535 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459534 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.382207 | 2.155727 | 0.523056 | 1.767305 | -1.614467 | 0.509829 | 0.417973 | -1.396730 | 0.0763 | 0.0944 | 0.0191 | 1.140750 | 1.135054 |
| 2459533 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.994583 | 7.453655 | 11.017050 | 13.731468 | 9.002033 | 14.529049 | -1.676975 | -2.668733 | 0.0774 | 0.0914 | 0.0181 | 1.219387 | 1.214557 |
| 2459532 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 4.728132 | 8.669256 | 14.450370 | 17.550178 | 11.797324 | 17.499750 | -0.638145 | -2.332200 | 0.0707 | 0.0880 | 0.0169 | 0.831959 | 0.831793 |
| 2459530 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.023223 | 2.146811 | 0.380223 | 1.488121 | -0.931351 | 1.134885 | -0.046826 | -1.005492 | 0.0785 | 0.0971 | 0.0206 | 1.166232 | 1.161385 |
| 2459527 | RF_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.041406 | 8.688900 | 11.763829 | 14.587600 | 23.987019 | 24.847757 | -0.703382 | -0.775246 | 0.9129 | 0.9353 | 0.2780 | 0.000000 | 0.000000 |
| 2459523 | RF_ok | 100.00% | - | - | - | 100.00% | 0.00% | 4.009737 | 8.470322 | 15.845903 | 20.599239 | 8.875285 | 20.414345 | -4.336233 | -5.857479 | nan | nan | nan | 4.407024 | 3.899275 |
| 2459522 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.468062 | 7.124413 | 14.453585 | 17.428300 | 5.965421 | 16.507915 | -1.350913 | -2.907986 | 0.7095 | 0.6824 | 0.3208 | 5.660275 | 4.870564 |
| 2459513 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.636933 | 5.190805 | 29.435587 | 31.890852 | 14.370237 | 15.414888 | 8.168949 | 7.245901 | 0.0503 | 0.0316 | 0.0032 | nan | nan |
| 2459508 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.973326 | 9.093231 | 9.421405 | 11.343226 | 9.469584 | 10.591357 | 8.446735 | 12.662609 | 0.0549 | 0.0968 | 0.0094 | 0.000000 | 0.000000 |
| 2459505 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 106.945618 | 97.460145 | 110.233458 | 115.870403 | 92.148344 | 98.899152 | 513.800341 | 631.162376 | 0.0110 | 0.0083 | 0.0061 | 1.082923 | 1.082056 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 4.479281 | -0.863000 | 4.479281 | 3.379361 | 0.050954 | 2.665571 | 1.286741 | -0.130894 | 1.550665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.651097 | 3.651097 | -1.097178 | -0.390544 | 1.152596 | 0.613082 | 1.979367 | 1.298857 | -0.215877 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.774603 | 3.774603 | -1.080883 | -0.599406 | 1.100483 | 1.195496 | 1.298538 | 1.744834 | -0.253429 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Variability | 34.906993 | 2.440326 | -0.164854 | -0.615410 | 1.832884 | 34.906993 | 34.207616 | 26.976045 | 15.726103 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Power | inf | 314.764839 | 315.123829 | inf | inf | 43.146954 | 44.037970 | 911.410630 | 903.988573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 4.499184 | 4.499184 | -1.296505 | 0.131558 | 1.268247 | 1.647108 | 1.038714 | 0.190514 | -0.003823 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 5.577021 | -1.153405 | 5.577021 | 2.636883 | 0.189843 | 3.693651 | 0.957081 | 1.881310 | 1.808808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Discontinuties | 5.131284 | -1.169598 | 4.544914 | 2.547480 | 0.259469 | 3.062173 | 0.618671 | 2.015683 | 5.131284 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Discontinuties | 5.187746 | -0.266707 | 3.965713 | 3.194535 | -0.116043 | 3.297012 | -0.197459 | 4.290242 | 5.187746 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 1.015487 | 0.660824 | -0.594286 | 0.599729 | 1.015487 | -0.843621 | 0.342798 | -1.248152 | 0.330032 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 5.469287 | 5.469287 | -1.434866 | 0.298817 | 1.205211 | 3.655034 | 1.504153 | 3.131207 | 0.618866 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 4.836808 | 4.836808 | -1.382557 | 0.199026 | 1.801926 | -0.366933 | -0.048583 | -0.534938 | -0.413236 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.578289 | -1.245518 | 3.578289 | 2.669144 | 0.515999 | 2.548001 | 0.543175 | -0.987008 | 0.691075 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.679405 | 3.679405 | -1.348946 | -0.325771 | 1.472409 | 2.111743 | 1.501732 | 3.383906 | 0.394248 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.204043 | -1.342024 | 3.204043 | 2.522749 | 0.023460 | 1.088580 | 0.587774 | -1.113437 | 0.657733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Discontinuties | 3.260588 | -1.262563 | 3.196999 | 1.854527 | -0.205410 | 1.013900 | 1.619480 | -0.133323 | 3.260588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.324233 | -0.717255 | 3.324233 | 0.881774 | 0.682396 | -0.540325 | 1.729446 | 0.238228 | 0.592875 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Power | 2.268301 | 0.563769 | -0.972792 | 2.268301 | 0.977291 | 1.238704 | 1.947175 | 0.819521 | 0.318216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 4.881556 | 4.881556 | -1.074452 | 0.197612 | 1.363432 | 2.744143 | 1.425678 | 1.555738 | 0.028972 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 42.478906 | 3.870176 | 3.053934 | 42.478906 | 37.800496 | 30.082375 | 24.525249 | 3.076504 | 1.178956 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | inf | 347.897447 | 347.523470 | inf | inf | 59.485135 | 62.231966 | 659.049816 | 704.097755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Power | inf | 358.858622 | 359.370419 | inf | inf | 34.112490 | 37.326756 | 248.174555 | 201.884725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 5.577055 | -0.959625 | 5.577055 | 0.654462 | 0.822259 | -0.744915 | 2.106861 | -0.600515 | -0.079012 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.829948 | 3.829948 | -1.142100 | 0.903906 | 1.787231 | 1.553121 | 0.361250 | 0.503640 | 0.085505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 10.103981 | -0.903531 | 4.418891 | 10.103981 | 0.547288 | -23.858603 | -23.333991 | -4.393628 | -4.675000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Variability | 6.551925 | 5.557755 | 1.208232 | 3.937079 | 1.973264 | 6.551925 | 5.596816 | 4.234953 | 1.038826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 36.443493 | 33.027611 | 36.443493 | 14.072234 | 16.974075 | 4.431174 | 8.860139 | 6.717415 | 4.250285 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Discontinuties | 45.244838 | 5.779792 | 5.913241 | 0.254733 | 7.203666 | 3.815840 | 22.823942 | 45.244838 | 40.856068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 3.927099 | 3.010724 | -0.905249 | 0.171968 | 3.665391 | 0.649334 | 3.927099 | 1.494280 | -0.601886 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | inf | 296.149957 | 295.580920 | inf | inf | 11408.423339 | 11376.136807 | 6088.519564 | 6070.081639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 4.858358 | 4.105214 | -0.909598 | 0.657771 | 3.542434 | 0.992626 | 4.858358 | 2.090745 | -0.370227 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 5.160282 | -0.800200 | 2.905320 | 3.801473 | 0.055951 | 5.160282 | 1.537873 | -0.507648 | 3.528323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 5.458171 | 3.112079 | -0.737623 | 0.494437 | 4.347254 | 1.855369 | 5.458171 | 0.902708 | -1.064088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Variability | 34.735129 | 4.507998 | 4.526924 | 20.285175 | 25.797687 | 34.735129 | 33.263416 | 31.209884 | 19.268207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 4.311009 | -0.908621 | 4.062235 | 3.246588 | 0.403510 | 4.311009 | 1.013332 | -0.223427 | 2.203869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.935942 | -0.737001 | 3.935942 | 2.022139 | 0.561341 | 2.366855 | 1.354450 | -1.065842 | 1.255660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 3.098446 | -1.040637 | 2.994358 | 2.346022 | 0.162750 | 3.098446 | 0.312804 | 1.488961 | 0.130089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 2.795313 | 2.795313 | -0.700283 | 0.224840 | 1.980387 | 2.414775 | 2.285607 | 2.733354 | -0.651795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 5.181762 | -0.570748 | 3.021709 | 5.181762 | 0.330711 | 4.916149 | 1.968255 | -0.886397 | 1.061203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 3.011926 | -0.841467 | 3.011926 | 2.199015 | 0.298015 | 2.646790 | 0.956016 | -1.438051 | 0.798979 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Variability | 92.479853 | 4.170876 | 3.766379 | 27.116852 | 21.787446 | 78.934953 | 92.479853 | 28.500083 | 44.395377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 2.673204 | 2.673204 | -1.607888 | 0.931262 | -1.592354 | 0.806029 | -1.089614 | 1.539892 | -0.008371 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | 2.698963 | -0.509437 | 2.698963 | 2.688154 | 0.428021 | 1.688452 | 0.654213 | 2.029374 | 0.564328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Temporal Discontinuties | 5.555337 | -0.780041 | 4.071437 | 3.354081 | 0.507053 | 3.595536 | 1.180950 | 0.840909 | 5.555337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 5036982.707330 | 108952.296098 | 160514.135251 | 5036982.707330 | 4301873.053672 | nan | nan | -5.052525 | -5.052525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 3.014548 | 0.417403 | 2.700330 | 0.805079 | 3.014548 | -0.557072 | 0.198068 | 0.717328 | -1.374061 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 24.441187 | 3.465742 | 6.706668 | 19.722320 | 24.441187 | 9.982540 | 16.241008 | -0.523541 | -1.696637 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 1.613251 | -0.366408 | 1.613251 | -0.046569 | 1.068261 | -0.856105 | 0.026820 | -0.854231 | -1.353416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 2.406860 | 0.250133 | 2.406860 | 0.507215 | 1.690471 | -0.556174 | 0.530053 | -1.674497 | -2.277953 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 2.533076 | 0.190006 | 2.533076 | 0.612729 | 1.943567 | -0.270145 | 1.292264 | -0.851845 | -1.466026 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 16.312664 | 6.903722 | 3.433647 | 12.879324 | 10.746680 | 16.312664 | 12.024782 | -1.409863 | 0.496203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 14.634323 | 7.360476 | 3.767542 | 13.267823 | 11.106304 | 14.634323 | 10.379599 | -3.124848 | -1.213103 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 22.442593 | 8.129920 | 4.507580 | 18.276548 | 14.264696 | 22.442593 | 16.065500 | 0.413104 | 0.671661 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 1.983431 | 1.983431 | -0.067557 | 1.776783 | 0.293214 | 1.228561 | -0.951980 | -1.949235 | -0.912038 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 15.971691 | 3.337291 | 6.499608 | 10.641858 | 13.421524 | 10.989912 | 15.971691 | -0.408860 | -2.534931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 26.812485 | 6.755971 | 4.221560 | 26.812485 | 21.124758 | 1.160599 | 0.196587 | -1.584246 | 0.771633 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 15.753397 | 5.511166 | 3.713569 | 15.753397 | 13.145922 | 12.300890 | 8.180270 | 4.262997 | 4.760413 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 3.211922 | 3.211922 | 1.519655 | 2.950884 | 1.899278 | 1.645751 | -0.163728 | -0.703362 | -0.399645 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 22.212567 | 9.991192 | 4.712059 | 21.926413 | 17.337570 | 22.212567 | 16.650282 | -4.227218 | -0.529562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 2.155727 | 2.155727 | 0.382207 | 1.767305 | 0.523056 | 0.509829 | -1.614467 | -1.396730 | 0.417973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 14.529049 | 3.994583 | 7.453655 | 11.017050 | 13.731468 | 9.002033 | 14.529049 | -1.676975 | -2.668733 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 17.550178 | 4.728132 | 8.669256 | 14.450370 | 17.550178 | 11.797324 | 17.499750 | -0.638145 | -2.332200 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | 2.146811 | 2.146811 | 0.023223 | 1.488121 | 0.380223 | 1.134885 | -0.931351 | -1.005492 | -0.046826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Variability | 24.847757 | 6.041406 | 8.688900 | 11.763829 | 14.587600 | 23.987019 | 24.847757 | -0.703382 | -0.775246 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 20.599239 | 4.009737 | 8.470322 | 15.845903 | 20.599239 | 8.875285 | 20.414345 | -4.336233 | -5.857479 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 17.428300 | 7.124413 | 4.468062 | 17.428300 | 14.453585 | 16.507915 | 5.965421 | -2.907986 | -1.350913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Power | 31.890852 | 5.190805 | 4.636933 | 31.890852 | 29.435587 | 15.414888 | 14.370237 | 7.245901 | 8.168949 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Discontinuties | 12.662609 | 9.093231 | 6.973326 | 11.343226 | 9.421405 | 10.591357 | 9.469584 | 12.662609 | 8.446735 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Discontinuties | 2211.496284 | 108.989035 | 111.105621 | 167.394300 | 180.585060 | 41.137819 | 67.735451 | 1534.198342 | 2211.496284 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72 | 4 | RF_ok | nn Temporal Discontinuties | 631.162376 | 97.460145 | 106.945618 | 115.870403 | 110.233458 | 98.899152 | 92.148344 | 631.162376 | 513.800341 |